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Reseach Article

Design of Multiplier-less Cosine Modulated Filter Banks with Sharp Transition using Evolutionary Algorithms

by Shaeen K, Elizabeth Elias
International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
Volume 68 - Number 25
Year of Publication: 2013
Authors: Shaeen K, Elizabeth Elias
10.5120/11748-7025

Shaeen K, Elizabeth Elias . Design of Multiplier-less Cosine Modulated Filter Banks with Sharp Transition using Evolutionary Algorithms. International Journal of Computer Applications. 68, 25 ( April 2013), 1-9. DOI=10.5120/11748-7025

@article{ 10.5120/11748-7025,
author = { Shaeen K, Elizabeth Elias },
title = { Design of Multiplier-less Cosine Modulated Filter Banks with Sharp Transition using Evolutionary Algorithms },
journal = { International Journal of Computer Applications },
issue_date = { April 2013 },
volume = { 68 },
number = { 25 },
month = { April },
year = { 2013 },
issn = { 0975-8887 },
pages = { 1-9 },
numpages = {9},
url = { https://ijcaonline.org/archives/volume68/number25/11748-7025/ },
doi = { 10.5120/11748-7025 },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Journal Article
%1 2024-02-06T21:28:51.245533+05:30
%A Shaeen K
%A Elizabeth Elias
%T Design of Multiplier-less Cosine Modulated Filter Banks with Sharp Transition using Evolutionary Algorithms
%J International Journal of Computer Applications
%@ 0975-8887
%V 68
%N 25
%P 1-9
%D 2013
%I Foundation of Computer Science (FCS), NY, USA
Abstract

This paper proposes a totally multiplier-less approximate reconstruction cosine modulated filter bank. The prototype filter is designed to obtain a computationally efficient, sharp transition width, finite impulse response (FIR) filter using the frequency response masking (FRM) approach combined with the canonic signed digit (CSD) representation of the coefficients. Meta-heuristic algorithms are deployed to optimize the performance of the filter bank. The algorithms are modified to suit the optimization problem, in which the objective function is non linear and the search space consists of integers

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Index Terms

Computer Science
Information Sciences

Keywords

Multiplierless Cosine Modulated Filter Banks Canonic Signed Digit Frequency Response Masking Artificial Bee Colony Algorithm Harmony Search Algorithm